Triple
T9496364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Space Chronicles: Facing the Ultimate Frontier |
E229014
|
entity |
| Predicate | hasContributor |
P4244
|
FINISHED |
| Object |
Avi Tuschman
Avi Tuschman is a political scientist and author known for his work on the evolutionary origins of political ideology and contributions to popular science and policy discussions.
|
E817625
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Avi Tuschman | Statement: [Space Chronicles: Facing the Ultimate Frontier, hasContributor, Avi Tuschman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avi Tuschman Context triple: [Space Chronicles: Facing the Ultimate Frontier, hasContributor, Avi Tuschman]
-
A.
Greg Shapiro
Greg Shapiro is an American film producer best known for his Academy Award-winning work on "The Hurt Locker" and other notable independent and studio films.
-
B.
Avi Rothman
Avi Rothman is an American actor, writer, and comedian known for his work in film and television and for being married to actress and comedian Kristen Wiig.
-
C.
Eli Spielman
Eli Spielman is a writer known for co-authoring work with renowned sportscaster Jim Nantz.
-
D.
Josh Berman
Josh Berman is an American television writer and producer known for creating and working on several popular drama and dramedy series.
-
E.
Josh Berman
Josh Berman is an American entrepreneur best known as a co-founder of the pioneering social networking site MySpace.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Avi Tuschman Triple: [Space Chronicles: Facing the Ultimate Frontier, hasContributor, Avi Tuschman]
Generated description
Avi Tuschman is a political scientist and author known for his work on the evolutionary origins of political ideology and contributions to popular science and policy discussions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avi Tuschman Target entity description: Avi Tuschman is a political scientist and author known for his work on the evolutionary origins of political ideology and contributions to popular science and policy discussions.
-
A.
Greg Shapiro
Greg Shapiro is an American film producer best known for his Academy Award-winning work on "The Hurt Locker" and other notable independent and studio films.
-
B.
Avi Rothman
Avi Rothman is an American actor, writer, and comedian known for his work in film and television and for being married to actress and comedian Kristen Wiig.
-
C.
Eli Spielman
Eli Spielman is a writer known for co-authoring work with renowned sportscaster Jim Nantz.
-
D.
Josh Berman
Josh Berman is an American entrepreneur best known as a co-founder of the pioneering social networking site MySpace.
-
E.
Josh Berman
Josh Berman is an American television writer and producer known for creating and working on several popular drama and dramedy series.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca84753660819098e8d416e89e26ae |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd95ecf4148190aa8f4733980166ae |
completed | April 1, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1af37e78081909683ce5359a8eb0e |
completed | April 5, 2026, 12:39 a.m. |
| NEDg | Description generation | batch_69d1b0cb9bdc8190868a0a4892d86965 |
completed | April 5, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b13be2908190970e891ef3c4c3dc |
completed | April 5, 2026, 12:47 a.m. |
Created at: March 30, 2026, 7:56 p.m.